David Yuheng Zhao

Title: Innovations of David Yuheng Zhao

Introduction

David Yuheng Zhao is an accomplished inventor based in Redmond, WA. He has made significant contributions to the field of machine learning and image security. With a total of 3 patents, his work focuses on enhancing the security and efficiency of machine learning models and image processing systems.

Latest Patents

One of his latest patents is titled "Protecting Deep Learned Models." This patent discloses apparatus and methods for using machine learning models in both private and public domains. The technology involves transforming input to a machine learning model in a private domain that remains confidential. The method includes applying a private transform to generate transformed input, which is then provided to a machine learning model trained with a modified training set. This innovation allows for secure inferences using the transformed input.

Another notable patent is "Image Security Using Segmentation." This patent outlines systems and methods for access control through video stream analysis. The technology segments an image into foreground and background portions to assess whether they meet specific threshold requirements. An alert is generated if either portion fails to meet these requirements, enhancing security measures in various applications.

Career Highlights

David has worked with prominent companies such as Microsoft Technology Licensing, LLC and Skype Limited. His experience in these organizations has allowed him to develop and refine his innovative ideas in technology and security.

Collaborations

Throughout his career, David has collaborated with talented individuals, including Henrik Valdemar Turbell and Zhuangfei Wu. These partnerships have contributed to the advancement of his projects and innovations.

Conclusion

David Yuheng Zhao is a notable inventor whose work in machine learning and image security has led to valuable patents. His contributions continue to influence the technology landscape, showcasing the importance of innovation in today's digital world.